Building ANN model post exploratory data analysis

  • In any nominal — categorical data attribute, there is no concept of ordering amongst the values of that attribute. Weather is a nominal-categorical attribute. Similarly movie, music and video game genres, country names, food and cuisine types are other examples of nominal categorical attributes.
  • In any ordinal — categorical attributes, there do exists some sense or notion of order amongst its values. For instance : shirt sizes. It is quite evident that order or in this case ‘size’ matters when thinking about shirts (S is smaller than M which is smaller than L and so on).
  • Through the use of Matplotlib.
  • Through the use of SNS countplot.

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